{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "36268e82-14c9-48e7-8f7c-9dcb34a1c3ae",
   "metadata": {},
   "source": [
    "Chapter 18\n",
    "# 补图的邻接矩阵\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "754ed5dd-6717-4da7-90e2-d74c26b60f24",
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "import random\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0aa62f3d-ef37-4aaf-89da-d7eb090251f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "def visualize(G,fig_title):\n",
    "    fig, axs = plt.subplots(nrows = 1, ncols = 2,\n",
    "                            figsize = (12,6))\n",
    "    pos = nx.circular_layout(G)\n",
    "    # 左子图\n",
    "    nx.draw_networkx(G, \n",
    "                     ax = axs[0],\n",
    "                     pos = pos,\n",
    "                     with_labels = False,\n",
    "                     node_size = 28) \n",
    "    axs[0].set_aspect('equal', adjustable='box')\n",
    "    axs[0].axis('off')\n",
    "    \n",
    "    # 邻接矩阵\n",
    "    A = nx.adjacency_matrix(G).todense()\n",
    "    \n",
    "    # 右子图\n",
    "    sns.heatmap(A, cmap = 'Blues', \n",
    "                ax = axs[1],\n",
    "                annot = True, fmt = '.0f',\n",
    "                xticklabels = list(G.nodes), \n",
    "                yticklabels = list(G.nodes),\n",
    "                linecolor = 'k', square = True,\n",
    "                linewidths = 0.2, cbar = False)\n",
    "    \n",
    "    plt.savefig(fig_title + '.svg')\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "045e9684-b696-4fd8-95f8-e43a251da193",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "36\n"
     ]
    }
   ],
   "source": [
    "# 创建完全图\n",
    "G_complete = nx.complete_graph(9) \n",
    "print(len(G_complete.edges))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "06433cc9-8b2a-4cc6-ae7b-3c24b1517b98",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "visualize(G_complete,'完全图')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8d260a77-5bbf-436c-9ec2-ab1359095712",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 随机删除一半边\n",
    "random.seed(8)\n",
    "\n",
    "G = G_complete.copy(as_view=False)\n",
    "# 副本，非视图\n",
    "\n",
    "edges_removed = random.sample(list(G.edges), 18)\n",
    "G.remove_edges_from(edges_removed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fcdab8fd-2d6a-49f6-89e7-e6cc0bc39bce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "visualize(G,'图G')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0cd031d8-b890-4c8f-9fa8-a5256e6d300f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "G_complement = nx.complement(G)\n",
    "# 补图\n",
    "\n",
    "visualize(G_complement,'图G补图')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
